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researcher

Marius Portmann

27 papers hereh-index 171.6k citations57 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author22

Across the 25 of 27 papers where every author was matched, so the position is known.

fields
  • cs.CR13
  • cs.LG8
  • cs.NI4
  • cs.CL1
  • cs.IR1
same name
  • Marius Portmann — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedAnomal-E: A Self-Supervised Network Intrusion Detection System based on Graph Neural Networks

254 citations · 1.2k across the 27 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.NI2024★ 2 cited

P4-NIDS: High-Performance Network Monitoring and Intrusion Detection in P4

Yaying Chen, Siamak Layeghy, Liam Daly Manocchio +1

This paper presents a high-performance, scalable network monitoring and intrusion detection system (IDS) implemented in P4. The proposed solution is designed for high-performance e…

cs.CR2024★ 38 cited

Towards Explainable Network Intrusion Detection using Large Language Models

Paul R. B. Houssel, Priyanka Singh, Siamak Layeghy +1

Large Language Models (LLMs) have revolutionised natural language processing tasks, particularly as chat agents. However, their applicability to threat detection problems remains u…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.